About, Thabit

What We Make

Thabit is a four-module platform covering the full capture-to-delivery lifecycle:

ChangeTrace, engineering change proposals (ECPs) with MIL-STD-973 compliance, RTM delta analysis, and impact tracing across requirements and test procedures.
QualPack, qualification test plans built from MIL-STD-810H (29 environmental methods), MIL-STD-461G (10 EMI/EMC methods), MIL-STD-882E (5 safety tasks), and MIL-HDBK-217F reliability predictions.
CaptureAgent, pursuit management through the 7-phase Business Acquisition Process (BAP), including 3-Thing qualification, probability-of-win estimation, 5-role capture team analysis, and 4-variable Business Deal framing.
ProposalGuard, Section L/M compliance matrices, Shipley-methodology color reviews (Pink, Red, Gold, White, Green), and RFP amendment tracking.

Everything runs from a single-file architecture with hardcoded doctrine-grounded fallbacks. The product works during API outages. It works behind corporate firewalls. It will eventually work fully air-gapped on classified networks.

Why It Exists

Engineering programs in regulated industries fail for two kinds of reasons: the engineering is wrong, or the documentation is wrong. The first category gets fixed with better engineers. The second gets fixed with better tools, and the tools haven’t gotten better in twenty years.

DOORS costs $15K per seat per year for a requirements database. Shipley consulting engagements start at $100K. Internal tool builds at a mid-sized contractor run $400K+ and still don’t capture doctrine, and the people who built them leave, and nobody maintains them, and five years later the program office is back to Excel.

Thabit is the answer to: what if the tool itself knew the doctrine? What if the first draft of an ECP, QTP, capture memo, or proposal compliance matrix came out of the tool structured correctly, cited correctly, compliant with the standards that apply?

What We Believe

Deterministic first, AI second. The package renders correctly even when the model call fails. AI refines narrative; it doesn’t construct structure.
Encoded doctrine is the moat. 230 KB of encoded BAP, Shipley, MIL-STD, and DoD-5000 knowledge ships with every install. Prompts alone don’t reproduce this.
Four modules, one surface. Competitors sell requirements tools, or proposal tools, or capture tools, never all of the above integrated. We do all of the above integrated.
Defense-grade means defense-grade. The engineering credibility has to survive review by a senior prime-contractor engineer. Every design decision is held to that bar.
Ship the whole thing. Tests, docs, polish, compliance. The bar is “holy shit, that’s done,” not “good enough for now.”

Where We Are

Thabit is based in San Diego, California. The company is currently a one-person operation with a clear roadmap to a 5-person team by end of 2027 and a 15-person team by end of 2028. We are not interested in becoming a consulting firm or a services business, we ship a product.

We are not currently hiring, though we will be hiring by late 2026. If you’re an engineer, customer-success lead, or enterprise seller with deep defense-industry credibility, send a note to abdala@thabit.ai. See Careers for what we’ll be hiring for and when.

How We Differ

Our customers tell us three things make Thabit different from what they’ve used before:

It comes with opinions. The tool insists on structure. Your ECP has impact analysis because MIL-STD-973 requires impact analysis. Your Section L/M matrix is complete because Shipley says it has to be. This annoys some people the first week and relieves them the second week.
It works offline. Every AI field has a hardcoded fallback written against the relevant doctrine. When the network hiccups, the package still renders.
It ships as one file. Our classified and air-gapped customers will get a single HTML file they can drop on a SCIF workstation. No build step, no internet dependency, no multi-service infrastructure to approve.

Contact

Thabit, Inc.
San Diego, California
abdala@thabit.ai
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