Submit a name. Get back a sourced, broadcast-ready briefing on any coach, player, broadcaster, or executive — in minutes, not hours.
Producers, on-air talent, and front offices all need the same thing: deep, trustworthy background on a person — fast. Today that means a researcher stitching together rosters, news, interviews, and stats by hand, under deadline.
Hours of manual digging per name, repeated for every guest, hire, or matchup.
Quality swings with who did the research and how much time they had.
A doc of bullet points with no trail back to where each fact came from.
The Dossier Engine is an AI research agent built for sports media and front offices. Ask for a person — "De'Zhaun Stribling, WR, Ole Miss" — and it researches the live web, writes a structured multi-section dossier, and attaches a verified source trail behind every major claim.
A single line of input. Type it, or send it by email.
The agent gathers official bios, news, interviews, and stats.
Synthesized into role-aware sections, ready to read on air.
Claims mapped to URLs and marked verified or needs-checking.
Not a single chatbot prompt — a controlled pipeline that researches, drafts, synthesizes, and self-checks, with provenance tracked at every step.
An autonomous agent runs live web search and reads primary sources — official rosters, news, interviews.
Findings are written into role-aware sections, then a quality pass escalates anything thin or unclear.
Every source and claim is captured separately and linked — so each fact traces back to a URL.
Rendered to the web app, exported as Markdown or PDF, or emailed — all from the same run.
Built on modern LLMs with provider fallback for reliability · enrichment sidecars (video + breadth research) fail-open so a run always completes · designed to be honest about uncertainty rather than invent detail.
Pick the depth the moment calls for. Same engine, two modes.
A real, unedited example — a national on-air broadcaster. Here's the dossier the engine produced: career arc, Emmy record, social handles, linked video clips, and a citation behind every claim. The next slide is the whole thing on one page.
— X bio
— X post on his GameDay colleague
Davis sits at the intersection of every major college football moment ESPN broadcasts. With the 12-team Playoff in full swing, hosting both the CFP National Championship and the Top 25 Rankings Show makes him the primary on-air narrator of the sport's biggest storylines. Recent marquee work: the exclusive post-retirement Saban interview (Jan 2024), a Ryan Day sit-down (Jul 2025), pointed Lane Kiffin commentary (Dec 2025), and a Rich Eisen Show appearance (Apr 2026).
| Period | Role / Milestone |
|---|---|
| Early ESPN | SportsCenter anchor & contributor across shows |
| Sat. studio | Hosted CFB pregame w/ Lou Holtz & Mark May; College Football Final |
| 2005–now | Host, College GameDay Covered by State Farm (hoops) |
| 2015–now | Named host of College GameDay (football) |
| 10+ yrs | Host, NBA Draft on ESPN |
| Current | CFP National Championship, NFL Draft on ABC, Top 25 Show |
| Metric | Figure |
|---|---|
| ESPN tenure | 25+ years |
| GameDay football host since | 2015 |
| GameDay basketball host since | 2005 |
| Sports Emmy wins (GameDay) | 8 |
| X / Instagram following | ~494.5K / ~92K |
Each run pulls together the things a producer would otherwise chase across a dozen tabs.
Their own words from interviews and pressers — the voice that makes a segment feel personal.
On-the-record takes from coaches, teammates, and reporters.
Official roster, ESPN, league and prospect pages — linked, not summarized away.
Articles, clips, and YouTube leads surfaced when public footage is available.
Season-by-season production, each number tied back to a source.
Every stop mapped — with why each one matters to the story.
What's happened lately — moves, awards, news — and why it's relevant now.
Ready-for-air talking points, drawn straight from the research.
Generic AI tools hand you fluent text you can't trust. The Dossier Engine tracks sources and claims as separate, linked data — so before you say it on air, you can see exactly where it came from and whether it was verified.
Major facts are mapped to the URLs that back them. No orphan assertions.
Each item is marked verified, partial, or needs-checking — honest about what's solid.
"Not found from public sources" beats a confident hallucination. Built to say what it doesn't know.
The same engine that profiles one player can take on an entire roster or coaching staff in a single batch — every name researched in parallel and delivered as one ready-to-use set.
Point it at a full roster or staff list instead of one name.
Dozens of dossiers generate at once — not one-at-a-time.
The complete collection lands together, ready for the production team.
Built for a network's real cadence — spin up a full matchup's worth of prep, refresh a program ahead of a broadcast window, or stand up a coaching-carousel watch list on demand.
One run, every format your team already uses.
Ask in a clean interface with run history and follow-ups.
Send a name to an inbox, get the dossier back — no app required.
Download for notes, the rundown, or offline review.
Ask more about the same person — context carries, no restart.
Sound deeply prepared on every guest, matchup, and storyline — in the time you actually have.
Vet a coaching or personnel candidate with a full career arc and a transparent source trail.
Spin up grounded background research for segments and stories without the manual grind.
The engine understands the language of the work — the portal era, coaching trees, conference moves, award watch lists — so the output reads like it came from someone who knows the beat.
The fastest way to see it is to watch it work on someone you already know cold. Pick a coach, a prospect, a broadcaster — and judge the output yourself.