Selling AI and data services to the Defense Logistics Agency

What DLA is, in the terms that matter to a vendor

The Defense Logistics Agency is a DoD combat support agency headquartered at Fort Belvoir, Virginia, directed by a three-star officer, staffed by roughly 25,000 civilians and service members. It is the wholesaler for the Department of War. Fuel, food, uniforms, medical supplies, repair parts, construction material, and the industrial hardware that keeps more than two thousand weapon systems flying and sailing all pass through it. Annual sales run on the order of forty billion dollars against a catalog of close to five million line items. If a part has a National Stock Number, DLA is usually the reason it has one.

Most firms approaching DLA read that description and conclude the agency buys things, not services, and walk away. That reading is half right and expensive. DLA does buy an enormous volume of physical goods, and a software firm has no business in that lane. But DLA is also one of the largest holders of structured operational data in the federal government, and it runs the transaction systems, catalogs, forecasting models, and disposal records that generate it. The technology money is real. It sits in different offices than the commodity money, and it moves through different contracts.

The second thing to understand up front is that DLA is not funded the way a program executive office is funded. Its operations run through the Defense-Wide Working Capital Fund. Customers, meaning the military services and other agencies, buy goods at prices that carry a cost recovery rate, and that revenue funds the agency. There is no annual appropriation that lands in a program manager's lap in October and has to be obligated by September. A working capital fund pays for what it can justify against the price it charges its customers. Any pitch that cannot be connected to unit cost, inventory carrying cost, backorder rate, or customer wait time is a pitch that has nowhere to land.

The structure decides who can sign

DLA is federated. The headquarters staff sets policy and runs enterprise systems, but the operating money and most of the mission problems sit in the major subordinate commands, each aligned to a supply chain and each with its own contracting shop and its own small business office. Knowing which one owns the problem is the difference between a conversation and a voicemail.

• DLA Aviation (Richmond, Virginia). aviation repair parts, industrial plant equipment, and a large share of the technical-data and engineering-support workload.
• DLA Land and Maritime (Columbus, Ohio). ground systems and maritime parts, plus the electronic components and industrial hardware supply chains.
• DLA Troop Support (Philadelphia, Pennsylvania). subsistence, clothing and textiles, construction and equipment, and medical, including the ECAT catalog and DAPA pricing agreements.
• DLA Energy (Fort Belvoir, Virginia). bulk petroleum, aerospace energy, and installation energy, one of the largest single fuel buyers in the world.
• DLA Distribution (New Cumberland, Pennsylvania). the physical warehouse and transportation network behind the catalog.
• DLA Disposition Services (Battle Creek, Michigan). reutilization, transfer, donation, sale, and demilitarization of excess property.
• DLA Logistics Information Services (Battle Creek, Michigan). the catalog itself, plus CAGE code assignment and the U.S. National Codification Bureau role for NATO.
• DLA Strategic Materials (Fort Belvoir, Virginia). the National Defense Stockpile and the materials the industrial base cannot lose access to.

The offices that hold technology budget

Four headquarters organizations matter most for a technology seller. DLA Information Operations, the J6, is the agency chief information officer and owns the enterprise application portfolio, the network, the cloud footprint, and the data platform work. DLA Logistics Operations, the J3, owns the supply chain policy and the demand and supply planning processes, which is where forecasting and inventory optimization problems actually originate. DLA Acquisition sets contracting policy and maintains the Defense Logistics Acquisition Directive, DLA's own supplement layered on top of the FAR and DFARS. The DLA Contracting Services Office is the shop that buys services for the agency itself, as distinct from the commodity contracting done inside each supply chain command.

Two more are worth a named visit. The DLA Office of Small Business Programs sits at headquarters and at every major subordinate command, and it is a real function rather than a courtesy desk, because DoD carries a government-wide small business prime goal set at 23 percent of prime contract dollars under 15 U.S.C. 644(g) and DLA is measured against its share of it. And DLA's research and development office runs the agency's applied research portfolio, including its SBIR participation, historically concentrated in additive manufacturing for hard-to-source parts, castings and forgings, obsolescence, packaging, energy, and supply chain analytics.

Vehicles, and how work actually flows

DLA buys goods and services through visibly different machinery. Supplies flow through the DLA Internet Bid Board System, DIBBS, where a very large number of solicitations are issued and awarded with heavy automation under FAR Part 13 simplified acquisition procedures, alongside long-term contracts and the tailored logistics support programs run out of Troop Support. Services, including IT and analytics, do not flow through DIBBS. They flow through service contracts written by the DLA Contracting Services Office or by a command's contracting division, and through government-wide vehicles.

Path	What moves through it	Practical read for a small firm
DIBBS	Supply solicitations, automated evaluation, simplified acquisition awards	Not the software lane. Worth an account anyway, because the technical data lives behind it.
JETS	DLA's multiple-award IDIQ for enterprise IT services, run for the J6	The main services on-ramp. Realistic entry is as a subcontractor to a holder before it is as a holder.
GWACs and MAS	GSA Multiple Award Schedule, Alliant 2, OASIS+, NITAAC CIO-SP, NASA SEWP for products	DLA task orders appear on all of them. A schedule is a durable asset once the past performance exists.
SBIR and STTR	DLA topics inside the DoD SBIR/STTR Broad Agency Announcement	The cleanest direct-award path. Phase III sole source follows under 15 U.S.C. 638(r)(4).
Research announcements	Broad agency announcements under FAR 35.016 for basic and applied research	Slower and less frequent than SBIR, but the topics run wider.
Other transactions	Prototype OTs under 10 U.S.C. 4022, usually through a consortium	Fast when it fits. Membership and a prototype-shaped scope are prerequisites.

Thresholds shape the small end of this. The micro-purchase threshold at FAR 2.101 sits at $10,000 and the simplified acquisition threshold at $250,000, with simplified procedures available for commercial products and services up to $7.5 million under FAR 13.500. A tightly scoped pilot that produces a defensible artifact can be bought inside those bands without a full source selection. A first DLA engagement is far more often a small, precise piece of work than a large one.

The data DLA holds

This is the part that makes DLA interesting to an engineering firm rather than merely large. Four bodies of data stand out.

Cataloging. DLA Logistics Information Services runs the Federal Logistics Information System and administers the Federal Catalog System under DoD 4100.39-M. Every National Stock Number carries item identification, reference part numbers, manufacturer CAGE codes, item name codes, packaging and freight data, and management data from every service that uses it. Public extracts exist through WebFLIS and PUB LOG. The records span decades, several generations of data standards, and thousands of contributing organizations, which makes item identity, duplicate detection, and reference-number reconciliation genuine machine learning problems rather than cleanup chores.

Transactions and planning. DLA's Enterprise Business System is an SAP implementation that carries requisitions, procurement, inventory, and financials for the supply chains. Demand history, lead times, safety stock levels, and backorder events all live in that lineage, and they are the raw material for any forecasting or inventory optimization work. Enterprise reporting increasingly flows toward Advana, the department's analytics platform under the Chief Digital and Artificial Intelligence Office, which the November 2023 DoD Data, Analytics and AI Adoption Strategy put at the center of the department's data plans.

Technical data. Drawings, specifications, and technical data packages sit behind cFolders and the procurement systems. Most of it is export-controlled and a large fraction is not machine-readable in any useful sense. Turning a scanned drawing set into structured, queryable characteristics is one of the highest-value and least-glamorous problems in the agency, and it is directly adjacent to obsolescence work, where the DoD guidebook SD-22 defines the diminishing manufacturing sources practice DLA has to execute across an aging catalog.

Disposition and industrial base. DLA Disposition Services generates a continuous record of what the department is throwing away, with demilitarization codes, condition codes, and reutilization, transfer, and donation outcomes attached. On the supply side, the Warstopper program funds industrial capability to surge on items where the commercial base is thin, and DLA Strategic Materials tracks the stockpile. Supplier concentration, single-source exposure, and ownership questions all live in that data.

The gates that control access

None of that data is reachable by a firm that has not cleared the administrative perimeter first. The sequence is well defined and most of it is unclassified, which is good news for an engineering shop.

• SAM.gov registration with a Unique Entity ID, current representations and certifications, and the right NAICS codes: 541511, 541512, 541519, and 541715 cover most of this work.
• A CAGE code, which DLA itself assigns through DLA Logistics Information Services in Battle Creek.
• A DIBBS account, needed even for firms that will never bid a supply solicitation, because access to procurement technical data routes through it.
• Joint Certification Program approval on DD Form 2345, processed by the U.S./Canada Joint Certification Office at DLA, which is the gate for militarily critical technical data.
• DFARS 252.204-7012 compliance: NIST SP 800-171 controls on any system touching covered defense information, and 72-hour incident reporting through DIBNet.
• A current self-assessment score posted in the Supplier Performance Risk System under DFARS 252.204-7019 and 252.204-7020, plus CMMC under 252.204-7021 as the phased rollout reaches new solicitations.
• Cloud work at the correct DoD impact level under the Cloud Computing Security Requirements Guide, invoked by DFARS 252.239-7010. Most DLA workloads land at IL4 or IL5.
• Supply chain screening: Section 889 of the FY2019 NDAA through FAR 52.204-25, and FASCSA exclusion orders under FAR subpart 4.23.

Two of those deserve emphasis because firms underestimate them. The DD-2345 certification is the practical key to technical data, and the office that grants it is a DLA office, so a firm that already holds it arrives with a credential the agency issued. And the CMMC timeline is now a contracting reality rather than a future one: the program rule at 32 CFR Part 170 took effect in December 2024 and the DFARS acquisition rule that puts the clause into solicitations took effect in November 2025, on a phased schedule. A firm that waits for a specific DLA solicitation to start its assessment has already lost that solicitation.

Where a small engineering firm realistically fits

Item-record and entity resolution work. Reconciling part numbers, manufacturers, and item identities across a catalog assembled over sixty years by thousands of contributors. This is measurable, the ground truth is partially available, and the payoff shows up in duplicate stock numbers avoided and procurement errors prevented.

Demand and inventory modeling. Intermittent, lumpy, low-volume demand is the hard case in forecasting, and it describes most of DLA's catalog. Methods that beat a naive baseline on slow movers with credible uncertainty intervals are worth real money in a working capital fund.

Document and drawing extraction. Structured characteristics pulled out of legacy technical data packages, with provenance for every extracted field and a false-extraction rate the government can audit. Generation-first approaches are the wrong tool here; deterministic extraction with a model in a checking role is the defensible design.

Obsolescence and supplier risk. Predicting which items are heading toward a sourcing problem before the last supplier exits, and mapping ownership and concentration behind the items that matter most.

Data engineering under the enterprise systems. Pipelines, quality instrumentation, and reporting layers that survive a handoff to government staff. Unglamorous, constantly needed, and the work most likely to turn into a second task order.

What does not fit is equally clear. Fuel and subsistence sourcing, warehouse operations, and freight are commodity markets with entrenched incumbents and no software wedge.

The path in, in order

One useful piece of history: the Procurement Technical Assistance Program was administered by DLA for decades before it moved to the DoD Office of Small Business Programs and was renamed the APEX Accelerators. The counselors are free, they know the local DLA contracting offices, and they are one of the few genuinely helpful front doors in federal contracting.

The concrete first step

Do one thing this month. Go to SAM.gov, filter active opportunities by the DLA contracting offices at Richmond, Columbus, Philadelphia, and Fort Belvoir, and read every sources sought notice and request for information those offices have posted in the last six months. Sources sought responses are unpriced, they are how market research gets done under FAR Part 10, and they are the moment where a set-aside decision and the shape of the eventual statement of work are still movable. Write one of them properly, with a named method, a named data source, and a named measurement, and send it in. Then call the small business office at that command and tell them it is there.

That is a two-week task, it costs nothing but attention, and it puts a firm inside the record before the solicitation exists. Everything else on this page follows from being visible at the point where DLA is still deciding what to ask for.

Frequently asked questions